The "Confidence Trap" occurs when a model sounds authoritative while...

https://www.paste-bookmarks.win/the-confidence-trap-happens-when-a-single-llm-output-feels-authoritative-but

The "Confidence Trap" occurs when a model sounds authoritative while hallucinating, masking errors behind high-conviction prose. In high-stakes workflows, relying on a single output is a liability